expectation_mv: expectation_mv: Part of DCEM package.

In DCEM: Clustering Big Data using Expectation Maximization Star (EM*) Algorithm

Description

Calculates the probabilistic weights for the multivariate data.

Usage

expectation_mv(data, weights, meu, sigma, prior, num_clusters, tolerance)

Arguments

data	(matrix): The input data.
weights	(matrix): The probability weight matrix.
meu	(matrix): The matrix of meu.
sigma	(list): The list of sigma (co-variance matrices).
prior	(vector): The vector of priors.
num_clusters	(numeric): The number of clusters.
tolerance	(numeric): The system epsilon value.

Value

Updated probability weight matrix.

DCEM documentation built on Jan. 16, 2022, 1:07 a.m.